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Data-Driven Adaptive Simultaneous Machine Translation



Guangxu Xun , Mingbo Ma , Yuchen Bian , Xingyu Cai , Jiaji Huang , Renjie Zheng , Junkun Chen , Jiahong Yuan , Kenneth Church , Liang Huang


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A$^3$T: Alignment-Aware Acoustic and Text Pretraining for Speech Synthesis and Editing



He Bai , Renjie Zheng , Junkun Chen , Xintong Li , Mingbo Ma , Liang Huang

* under review, 12 pages, 10 figures 

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Direct Simultaneous Speech-to-Text Translation Assisted by Synchronized Streaming ASR



Junkun Chen , Mingbo Ma , Renjie Zheng , Liang Huang

* accepted by Findings of ACL 2021 

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Fused Acoustic and Text Encoding for Multimodal Bilingual Pretraining and Speech Translation



Renjie Zheng , Junkun Chen , Mingbo Ma , Liang Huang


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MAM: Masked Acoustic Modeling for End-to-End Speech-to-Text Translation



Junkun Chen , Mingbo Ma , Renjie Zheng , Liang Huang

* 10 pages 

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Fluent and Low-latency Simultaneous Speech-to-Speech Translation with Self-adaptive Training



Renjie Zheng , Mingbo Ma , Baigong Zheng , Kaibo Liu , Jiahong Yuan , Kenneth Church , Liang Huang

* Findings of EMNLP 2020 
* 10 pages, accepted by Findings of EMNLP 2020 

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Improving Simultaneous Translation with Pseudo References



Junkun Chen , Renjie Zheng , Atsuhito Kita , Mingbo Ma , Liang Huang

* 6 pages 

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Simultaneous Translation Policies: From Fixed to Adaptive



Baigong Zheng , Kaibo Liu , Renjie Zheng , Mingbo Ma , Hairong Liu , Liang Huang


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Opportunistic Decoding with Timely Correction for Simultaneous Translation



Renjie Zheng , Mingbo Ma , Baigong Zheng , Kaibo Liu , Liang Huang

* accepted by ACL 2020 

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